{"id":"https://openalex.org/W4415420640","doi":"https://doi.org/10.15439/2025f7486","title":"AI classifier of defects in Artworks captured by active infrared thermography","display_name":"AI classifier of defects in Artworks captured by active infrared thermography","publication_year":2025,"publication_date":"2025-10-15","ids":{"openalex":"https://openalex.org/W4415420640","doi":"https://doi.org/10.15439/2025f7486"},"language":"en","primary_location":{"id":"doi:10.15439/2025f7486","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f7486","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/7486.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/Volume_43/drp/pdf/7486.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103226180","display_name":"Peter Mal\u00edk","orcid":"https://orcid.org/0000-0002-1921-2340"},"institutions":[{"id":"https://openalex.org/I207624831","display_name":"Slovak Academy of Sciences","ror":"https://ror.org/03h7qq074","country_code":"SK","type":"government","lineage":["https://openalex.org/I207624831"]},{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Mal\u00edk","raw_affiliation_strings":["Institute of Informatics, Slovak Academy of Sciences"],"raw_orcid":"https://orcid.org/0000-0002-1921-2340","affiliations":[{"raw_affiliation_string":"Institute of Informatics, Slovak Academy of Sciences","institution_ids":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120090215","display_name":"Martin Orlej","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Martin Orlej","raw_affiliation_strings":["Faculty of Informatics and Information Technologies, Slovak University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Information Technologies, Slovak University of Technology","institution_ids":["https://openalex.org/I110757952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120090216","display_name":"Branislav Faj\u010d\u00e1k","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Branislav Faj\u010d\u00e1k","raw_affiliation_strings":["Faculty of Informatics and Information Technologies, Slovak University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Information Technologies, Slovak University of Technology","institution_ids":["https://openalex.org/I110757952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046567303","display_name":"Massimo Rippa","orcid":"https://orcid.org/0000-0002-1993-4589"},"institutions":[{"id":"https://openalex.org/I4210091512","display_name":"Institute of Applied Science and Intelligent Systems","ror":"https://ror.org/00be3zh53","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Rippa","raw_affiliation_strings":["Institute of Applied Sciences and Intelligent Systems \u201cEduardo Caianiello\u201d, National Research Council"],"raw_orcid":"https://orcid.org/0000-0002-1993-4589","affiliations":[{"raw_affiliation_string":"Institute of Applied Sciences and Intelligent Systems \u201cEduardo Caianiello\u201d, National Research Council","institution_ids":["https://openalex.org/I4210091512"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27094017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"43","issue":null,"first_page":"327","last_page":"332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12981","display_name":"Conservation Techniques and Studies","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12981","display_name":"Conservation Techniques and Studies","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/thermography","display_name":"Thermography","score":0.79339998960495},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48989999294281006},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.4025000035762787},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.367000013589859}],"concepts":[{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.79339998960495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6654999852180481},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5062999725341797},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48989999294281006},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.367000013589859},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.2881999909877777},{"id":"https://openalex.org/C112353826","wikidata":"https://www.wikidata.org/wiki/Q127313","display_name":"Active contour model","level":4,"score":0.2515000104904175},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24390000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2025f7486","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f7486","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/7486.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:757a7f73b09d45a9ba648073378210a8","is_oa":true,"landing_page_url":"https://doaj.org/article/757a7f73b09d45a9ba648073378210a8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 43, Pp 327-332 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2025f7486","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2025f7486","pdf_url":"https://annals-csis.org/Volume_43/drp/pdf/7486.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415420640.pdf","grobid_xml":"https://content.openalex.org/works/W4415420640.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2962843773","https://openalex.org/W3035835911","https://openalex.org/W3128237358","https://openalex.org/W3158709897","https://openalex.org/W4290711905","https://openalex.org/W4309028162","https://openalex.org/W4382058539","https://openalex.org/W4391202537","https://openalex.org/W4402664816","https://openalex.org/W4410043484"],"related_works":[],"abstract_inverted_index":{"Automatic":[0],"recognition":[1],"of":[2,15,27,47,61,78,102],"features":[3],"in":[4,12,36,59],"digital":[5],"images":[6,88,112],"has":[7],"become":[8],"a":[9],"central":[10],"topic":[11],"the":[13,25,43,124,131,141],"field":[14],"cultural":[16],"heritage":[17],"diagnostics.AI-based":[18],"models":[19,72,96],"are":[20,66],"being":[21],"increasingly":[22],"applied":[23],"to":[24],"analysis":[26],"infrared":[28],"reflectography":[29],"and":[30,41,45,57,81,89,105,113,137],"thermographic":[31],"data.They":[32],"show":[33],"great":[34],"promise":[35],"automating":[37],"time-consuming":[38],"manual":[39],"analyses":[40],"improving":[42],"objectivity":[44],"repeatability":[46],"diagnostic":[48],"assessments.This":[49],"work":[50,60,120],"proposes":[51],"4":[52],"specialized":[53],"classifiers":[54],"for":[55,68,73,97],"nails":[56],"detachments":[58],"arts.In-situ":[62],"active":[63],"thermography":[64],"measurements":[65],"used":[67],"training":[69],"proposed":[70],"models.AI":[71],"nail":[74],"classification":[75,99],"reached":[76,100],"accuracy":[77,101],"96.03":[79],"%":[80,83,104,107],"93.65":[82],"using":[84,108],"planar":[85,109],"composite":[86,110],"thermal":[87,111],"volumetric":[90,114],"raw":[91,115],"data":[92,116,138],"as":[93,117],"inputs,":[94,118],"respectively.AI":[95],"detachment":[98],"87":[103],"57":[106],"respectively.This":[119],"was":[121],"supported":[122],"by":[123,140],"Slovak":[125],"Scientific":[126],"Grand":[127],"Agency":[128],"VEGA":[129],"under":[130],"contract":[132],"2/0135/23":[133],"\"Intelligent":[134],"sensor":[135],"systems":[136],"processing\".Funded":[139],"EU":[142],"NextGenerationEU":[143],"through":[144]},"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-24T00:00:00"}